{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "0d9d5466",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib\n",
    "import matplotlib.pyplot as plt\n",
    "from scipy.interpolate import make_interp_spline\n",
    "plt.rcParams['font.sans-serif']=['SimHei']\n",
    "plt.rcParams['axes.unicode_minus']=False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "f3805068",
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>部门</th>\n",
       "      <th>人数占比</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>销售部</td>\n",
       "      <td>0.292</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>采购部</td>\n",
       "      <td>0.227</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>工程部</td>\n",
       "      <td>0.175</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>财务部</td>\n",
       "      <td>0.136</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>行政部</td>\n",
       "      <td>0.103</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>人力部</td>\n",
       "      <td>0.067</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     部门   人数占比\n",
       "0   销售部  0.292\n",
       "1   采购部  0.227\n",
       "2   工程部  0.175\n",
       "3   财务部  0.136\n",
       "4   行政部  0.103\n",
       "5   人力部  0.067"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data=pd.read_excel('第二章 图表(后15).xlsx',sheet_name='19 南丁格尔圆饼图',usecols=\"B,C\",skiprows=1)\n",
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "5aba5d8e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "labels = data['部门']  # 类别标签\n",
    "sizes = data['人数占比'].values         # 每个类别的占比（百分比）\n",
    "colors = ['gold', 'yellowgreen', 'lightcoral', 'lightskyblue', 'lightgreen', 'purple']  # 每个类别的颜色\n",
    "\n",
    "# 设置图形属性\n",
    "plt.figure(figsize=(10, 10))  # 调整图形大小以适应更多标签\n",
    "\n",
    "# 绘制圆饼图\n",
    "plt.pie(sizes, labels=labels, colors=colors,\n",
    "        autopct='%1.1f%%', shadow=True, startangle=90)\n",
    "\n",
    "# 确保饼图是圆形的\n",
    "plt.axis('equal')\n",
    "\n",
    "plt.rcParams['font.size'] = 17 \n",
    "plt.title('2021年各部门人数分布',size=25)\n",
    "# 显示图形\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
